Servizio Gestione Flussi Dati Energetici Edifici

COMFORT E RISPARMIO ENERGETICO NEGLI
EDIFICI ESISTENTI: DIAGNOSI,
CONTABILIZZAZIONE, MONITORIAGGIO,
BUILDING AUTOMATION
Evento realizzato in collaborazione con
Bologna, 15 ottobre 2015

Servizio di gestione
dei dati energetici degli edifici
proposto nel Progetto Sunshine
P. Cipriano, L. Giovannini Luca - Sinergis srl, Trento
M. Berti, U. Di Staso - Fondazione Graphitech, Trento
M. Zuppiroli - Dip. Architettura, Università di Ferrara

Autore - Affiliazione
Sunshine: servizio di gestione dei dati energetici
L. Giovannini et al (Sinergis srl, Trento), U. Di Staso et al (Graphitech, Trento), M. Zuppiroli (Dip. Architettura UniFE)
3
SUNSHINE project [www.sunshineproject.eu]
Smart UrbaN ServIces for Higher eNergy Efficiency
Aims at delivering innovative digital services
supporting building energy efficiency measures:
• Building Energy Performance Assessment: automatic
large-scale assessment of residential heating needs.
• Building Energy Consumption Optimization: access to real-
time consumption data and weather forecasts.
• Public Lighting Energy Management: remote monitoring
and control of illumination systems.

4
Sensor Data Management service
Aim is empowering building energy managers
with knowledge about building energy behaviour:
• providing highly detailed past consumption profiles and
indoor temperature, if available, and weather obs.
• visualizing correlations consumption / weather variables.
• visualizing detailed weather forecasts for 3 days in advance.
Different data flows ingested into the same Sensor DB,
data managed and made available to further processing
and visualization via common protocols and
procedures.

5

6
Service modules
• Gather all data coming from meters/sensors.
• Elaborate and generate derived data.
• Store data in a normalized format into a
repository from which they can be retrieved
through a standard interface (OGC SOS).

7
Data flows
• Consumption data from meters gathered via:
• Simple FTP (File Transfer Protocol) transfer of CSV
(Comma Separated Values) files
• Feed from GreenButton standard protocol web service
• Indoor temperature readings are channelled
through the GreenButton web service
• Weather data is retrieved from a dedicated
OGC Web Feature Service web protocol

http://greenbuttondata.org/
Green Button is an industry-led standard to answer
to a White House request: provide customers with
easy access to their energy usage data in a
consumer-friendly and computer-friendly format.

9
Visualization client – Ferrara pilot

Consumption dashboard

Weather dashboard

12
-4
1
6
11
0
50
100
150
200
250
300
0 1 2 3 4 5 6 7 8 9 101112131415161718192021222324
-4
1
6
11
0
50
100
150
200
250
300
0 1 2 3 4 5 6 7 8 9 101112131415161718192021222324
-4
1
6
11
0
50
100
150
200
250
300
0 1 2 3 4 5 6 7 8 9 101112131415161718192021222324
-4
1
6
11
0
50
100
150
200
250
300
0 1 2 3 4 5 6 7 8 9 101112131415161718192021222324
Scuole Poledrelli Museo di Storia NaturaleMartedì 13/01
Mercoledì 14/01

13
Scuole Poledrelli
0
500
1000
1500
2000
2500
3000
3500
4000
0
2
4
6
8
10
12
14
16
18
20
Saturday,27December
Monday,29December
Wednesday,31December
Friday,02January
Sunday,04January
Tuesday,06January
Thursday,08January
Saturday,10January
Monday,12January
Wednesday,14January
Friday,16January
Sunday,18January
Tuesday,20January
Thursday,22January
Saturday,24January
Monday,26January
Wednesday,28January
Friday,30January
Sunday,01February
Tuesday,03February
Thursday,05February
Saturday,07February
Monday,09February
Wednesday,11February
Friday,13February
Sunday,15February
Tuesday,17February
Thursday,19February
Saturday,21February
Monday,23February
Friday,27February
Sunday,01March
Tuesday,03March
Thursday,05March
Saturday,07March
Monday,09March
Wednesday,11March
Friday,13March
Sunday,15March
Tuesday,17March
Thursday,19March
Saturday,21March
Monday,23March
Wednesday,25March
Friday,27March
Sunday,29March
Tuesday,31March
Thursday,02April
Saturday,04April
Monday,06April
Wednesday,08April
Friday,10April
Sunday,12April
Tuesday,14April
kWh
T°
Temperatura Consumi

14
0
200
400
600
800
1000
1200
1400
1600
1800
2000
0
2
4
6
8
10
12
14
16
18
20
Saturday,27December
Monday,29December
Wednesday,31December
Friday,02January
Sunday,04January
Tuesday,06January
Thursday,08January
Saturday,10January
Monday,12January
Wednesday,14January
Friday,16January
Sunday,18January
Tuesday,20January
Thursday,22January
Saturday,24January
Monday,26January
Wednesday,28January
Friday,30January
Sunday,01February
Tuesday,03February
Thursday,05February
Saturday,07February
Monday,09February
Friday,13February
Sunday,15February
Tuesday,17February
Thursday,19February
Saturday,21February
Monday,23February
Friday,27February
Sunday,01March
Tuesday,03March
Thursday,05March
Saturday,07March
Monday,09March
Wednesday,11March
Friday,13March
Sunday,15March
Tuesday,17March
Thursday,19March
Saturday,21March
Monday,23March
Wednesday,25March
Friday,27March
Sunday,29March
Tuesday,31March
Thursday,02April
Saturday,04April
Monday,06April
Wednesday,08April
Friday,10April
Sunday,12April
Tuesday,14April
kWh
T°
Temperatura Consumi
Museo di Storia Naturale

15
Conclusions
The service:
• manages the inbound flow of different dynamical data
• guarantees the storage of all of them in a single DB
structure - the Sensor DB based on OGC SOS protocol -
• and their publication via a single interoperable service.
Showcase use in building energy management:
• energy consumption analysis for two of the project’s pilot
buildings in Ferrara, IT.
• performed on long high-frequency data series provided by
the Sensor Data Management service

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